Huan Liu
Abstract
The book is based on the "StatLog" project which lasted from 1990 to 1993, and involved six academic and 6 industrial laboratories. Statisticians, AI researchers in machine learning, and neural net specialists conducted extensive, collaborative work on the task of classification. This well-edited book provides an up-to-date review of different approaches to classification, compares their performance on a wide range of challenging datasets, and draws conclusions on their applicability to realistic industrial problems.
- Setiono, R. and Liu, H., "Understanding neural networks via rule extraction. "In IJCAI-95, Proceedings International Joint Conference on Artificial Intelligence, 1995. Google Scholar
Digital Library
Index Terms
- Book review: Machine Learning, Neural and Statistical Classification Edited by D. Michie, D.J. Spiegelhalter and C.C. Taylor (Ellis Horwood Limited, 1994)
Recommendations
Book Reviews
Book Reviews
---Ackoff, Russell L. and Maurice W. Sasieni, Fundamentals of Operations Research. New York: John Wiley & Sons, Inc., 1967,455 pp., $10.50;
---Hillier, Frederick S. and Gerald J. Lieberman, Introduction to Operations Research. San ...
Book Reviews
Book Reviews
---Ansoff, H. Igor Editor, Business Strategy, Selected Readings. Harmondsworth, Middlesex, England: Penguin Books Ltd. Baltimore, Maryland: Penguin Books Inc., 1969, 388 pp., 10/U.K. paper;
---Carsberg, B. U. and Edey, H. C. Editors, ...
Book review: A Prelude to Neural Networks: Adaptive and Learning Systems. Edited by Jerry M. Mendel (PTR Prentice Hall 1994)
The book was originally published twenty-four years ago with a different title "Adaptive Learning and Pattern Recognition Systems" (J. M. Mendel and K-S. Fu' Eds). Now, it has been reedited by Mendel and dedicated to the memory of King-Sun Fu. The book ...
Comments